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NVIDIA–YTL Power AI Data-Centre Partnership: Why Shares Hit a Record High

YTL Power’s NVIDIA AI-infrastructure partnership in Johor coincided with a record share-price close. The deal also sits within a fast-growing Malaysian data-centre market with major implications for electricity demand.
From TheFinanceBase Team5 min to read
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YTL Power shares closed at a record high after the company announced a partnership with NVIDIA to build AI infrastructure in Johor. The deal paired NVIDIA’s AI computing technology with YTL Power’s data-centre platform and formed part of a much larger Malaysian data-centre boom that is increasing electricity demand—and drawing utilities such as Tenaga Nasional Berhad (TNB) into the growth story.

What was the NVIDIA–YTL Power deal?

On 8 December 2023, YTL Power International Berhad confirmed a collaboration with NVIDIA to build AI infrastructure at YTL Power’s Green Data Centre Park in Johor. The park was described as solar-powered and designed for up to 500 MW. The project’s first phase was expected to begin operating by mid-2024, according to The Edge.

The proposed data centre was to be owned and managed by YTL Communications, a 60%-owned YTL Power subsidiary. Its technology stack was to include NVIDIA H100 Tensor Core GPUs and NVIDIA AI Enterprise software. The arrangement brought together NVIDIA’s hardware and software with YTL’s Malaysian site and infrastructure; the announcement did not specify the facility’s eventual computing capacity or the number of GPUs.

AI services and a Malay-language model

YTL said the infrastructure would provide AI computing services for scientists, developers and start-ups. It also planned to use NVIDIA NeMo to customise and deploy a Malay-language foundation model intended to reflect Malaysia’s multicultural heritage. The company described that as an ambition for the project, rather than reporting a completed model.

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YTL Power managing director Datuk Yeoh Seok Hong said the company’s “green data centres and low-energy solutions” were an “ideal fit” for NVIDIA’s high-performance supercomputers. That statement describes the companies’ rationale; it does not establish a measured energy-efficiency result for the proposed centre.

Why YTL Power shares reached a record

The announcement coincided with a sharp move in YTL Power’s share price. On 8 December 2023, shares rose as much as 7.49% intraday and closed at RM2.42, up 15 sen, or 6.61%, for a closing record high, The Edge reported. YTL Corp, which controlled 55.57% of YTL Power, also reached an all-time high of RM1.69 that day.

The figures capture the market reaction on the announcement date; they do not show that the partnership alone caused the share-price increase or indicate what either share is worth today. A data-centre project can create an opportunity, but construction, power availability, customer demand, operating costs and execution determine whether that opportunity ultimately benefits shareholders.

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How Malaysia later described the project

In 2025, Malaysia’s Ministry of Investment, Trade and Industry described the strategic partnership as a RM10 billion investment. Minister Tengku Datuk Seri Zafrul Abdul Aziz said it encompassed AI data centres, NVIDIA GPUs, green-energy infrastructure and a Malaysian sovereign large language model (MITI).

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That later government description gives the partnership a broader national-investment context than the original announcement. It should not be read as a disclosed breakdown of the amount committed to each component, nor as proof that the full sum had already been spent.

Why data centres matter to Malaysian utilities

AI data centres need substantial, reliable electricity. Malaysia’s data-centre expansion therefore matters not only to technology companies and landlords but also to power providers, grid planners and regulators. The demand figures reported by Kenanga Research and Malaysia’s Ministry of Energy Transition and Water Transformation (PETRA) show both the pace of growth and the distinction between electricity already consumed and capacity expected from projects in the pipeline.

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Measure Reported figure What it means
Peninsular Malaysia electricity demand, 2024 Up 6.2% year on year Overall demand growth, as reported by Kenanga Research.
Commercial electricity demand, 2024 Up 9.2% The data-centre-led commercial segment grew faster than total demand, according to Kenanga Research.
Actual data-centre load, end-2024 405 MW Load in operation, not the full announced or prospective project pipeline.
Actual data-centre load, March 2025 485 MW across 21 projects totalling 2.8 GW Kenanga Research reported both the actual load and the projects’ aggregate capacity; those are different measures.
Data-centre pipeline 43 projects; combined maximum demand of 6.4 GW Includes projects under construction and projects with signed energy-supply agreements, according to Kenanga Research; it is not all operating load.
TNB operating-centre supply, through Q1 2026 36 operating data centres; planned supply capacity of about 4.5 GW PETRA reported the capacity TNB was supplying or planning to supply to operating centres.
TNB centres under construction, through Q1 2026 23 centres; maximum demand of 3.8 GW PETRA said TNB was meeting demand for these facilities; the maximum-demand figure is not a measure of electricity already consumed.
Projected data-centre share of national electricity demand, 2035 Up to 31%, or 73,274 GWh PETRA projection, not a current consumption figure.
Projected share, 2026 7% PETRA’s comparison point for its 2035 projection.

Kenanga Research’s estimates show why headline capacity figures need care: actual load was hundreds of megawatts, while project totals and maximum-demand figures were measured in gigawatts. A facility in a pipeline or under construction does not yet consume power at its planned maximum. PETRA’s figures similarly distinguish operating facilities from projects being built and a forecast from current demand. The respective reporting is available from Kenanga Research and PETRA.

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What the growth could mean for investors

More data-centre demand can support investment in generation, transmission and distribution, but rising electricity use does not automatically translate into higher utility profits. Outcomes depend on how new capacity is financed and connected, the applicable tariff and regulatory framework, and whether the projects reach operation and use the power expected of them. For YTL Power, the NVIDIA tie-up is a corporate infrastructure opportunity; for TNB, the relevant exposure is supplying electricity and serving facilities connected to its system.

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  • Project execution: The proposed facility must be built, equipped and brought into service for the planned computing activity to take place.
  • Power and grid readiness: Data-centre growth requires dependable supply and the infrastructure to deliver it. Announced maximum demand is not the same as delivered or consumed electricity.
  • Commercial use: The project needs customers for its AI computing services, while electricity consumption alone does not establish the return earned by the operator or the utility.
  • Different business exposures: YTL Power’s role in the partnership is through a subsidiary developing and operating AI infrastructure; TNB’s role in the wider trend is as an electricity supplier. Those are not interchangeable ways to invest in the data-centre boom.

For a personal-finance investor, the key distinction is between a compelling growth theme and a demonstrated financial outcome. The announcement and demand forecasts establish a significant opportunity; they do not by themselves prove that a particular company will capture the expected returns.

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